{"id":"https://openalex.org/W4401992883","doi":"https://doi.org/10.1037/dec0000248","title":"Decisions as ill-posed problems: A scoping review of regularization methods in decision science.","display_name":"Decisions as ill-posed problems: A scoping review of regularization methods in decision science.","publication_year":2024,"publication_date":"2024-08-29","ids":{"openalex":"https://openalex.org/W4401992883","doi":"https://doi.org/10.1037/dec0000248"},"language":"en","primary_location":{"id":"doi:10.1037/dec0000248","doi":"https://doi.org/10.1037/dec0000248","is_oa":true,"landing_page_url":"https://doi.org/10.1037/dec0000248","pdf_url":null,"source":{"id":"https://openalex.org/S4210175686","display_name":"Decision","issn_l":"2325-9965","issn":["2325-9965","2325-9973"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-c","erih-plus","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1037/dec0000248","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067594871","display_name":"J. Hoffm\u0227nn","orcid":"https://orcid.org/0000-0002-6246-2724","observed_orcids":["https://orcid.org/0000-0002-6246-2724"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Janina A. Hoffmann","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6246-2724","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5067594871"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1174,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73249619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"11","issue":"4","first_page":"684","last_page":"699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.008700000122189522,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.004100000020116568,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ill-posed-problems","display_name":"ill-posed problems","score":0.9440000057220459},{"id":"https://openalex.org/keywords/regularization-methods","display_name":"regularization methods","score":0.9049999713897705},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.7419999837875366},{"id":"https://openalex.org/keywords/inverse-problems","display_name":"inverse problems","score":0.597000002861023},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.42500001192092896}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.621829092502594},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4823279082775116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38286563754081726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19553828239440918},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12410783767700195}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1037/dec0000248","doi":"https://doi.org/10.1037/dec0000248","is_oa":true,"landing_page_url":"https://doi.org/10.1037/dec0000248","pdf_url":null,"source":{"id":"https://openalex.org/S4210175686","display_name":"Decision","issn_l":"2325-9965","issn":["2325-9965","2325-9973"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-c","erih-plus","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1037/dec0000248","doi":"https://doi.org/10.1037/dec0000248","is_oa":true,"landing_page_url":"https://doi.org/10.1037/dec0000248","pdf_url":null,"source":{"id":"https://openalex.org/S4210175686","display_name":"Decision","issn_l":"2325-9965","issn":["2325-9965","2325-9973"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-c","erih-plus","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320322","display_name":"University of Bath","ror":"https://ror.org/002h8g185"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6962810447","https://openalex.org/W4407277463","https://openalex.org/W7042952943","https://openalex.org/W4240806559","https://openalex.org/W3011916615","https://openalex.org/W4206286361","https://openalex.org/W2610187762","https://openalex.org/W2037015107","https://openalex.org/W4248820697","https://openalex.org/W2242141263"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-08-30T00:00:00"}
